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Pronunciation varies by accent · noun
(The use of) a nonlinear dimensionality-reduction method for generating a quasi-isometric, low-dimensional embedding of a set of high-dimensional data points, allowing for visualization etc..
Use isomap when its meaning, tone and grammar fit the full sentence. A synonym is not always a direct replacement.
Isomap means (The use of) a nonlinear dimensionality-reduction method for generating a quasi-isometric, low-dimensional embedding of a set of high-dimensional data points, allowing for visualization etc..
The closest synonym depends on the sentence and intended sense.
The opposite depends on the specific sense.
Use isomap where its definition matches the intended context.
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